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-rw-r--r--llmc/cmd/debug/debug.go49
1 files changed, 49 insertions, 0 deletions
diff --git a/llmc/cmd/debug/debug.go b/llmc/cmd/debug/debug.go
new file mode 100644
index 0000000..289e55f
--- /dev/null
+++ b/llmc/cmd/debug/debug.go
@@ -0,0 +1,49 @@
+package main
+
+import (
+ "fmt"
+ "log"
+
+ "go.jknobloc.com/x/llmc"
+ "go.jknobloc.com/x/tokenizer/bpe"
+)
+
+func main() {
+ var data llmc.DataFile[uint16]
+ var gold llmc.DataFile[uint16]
+
+ _ = must(llmc.Deserialize("artifacts/data/llmc/tinyshakespeare/tiny_shakespeare_train.bin", &data))
+ _ = must(llmc.Deserialize("artifacts/test/llmc/tinyshakespeare/tiny_shakespeare_train.bin", &gold))
+
+ t := must(bpe.NewTokenizerFromFiles("gpt2/models/base/vocab.json", "gpt2/models/base/merges.txt"))
+
+ itoa := bpe.Itoa(t)
+
+ fmt.Println(len(data.Tokens))
+ fmt.Println(len(gold.Tokens))
+
+ if len(data.Tokens) != len(gold.Tokens) {
+ log.Fatal("length mismatch")
+ }
+
+ for i, a := range data.Tokens {
+ b := gold.Tokens[i]
+
+ if a != b {
+ fmt.Printf("token mismatch: %d %d at index %d\n", a, b, i)
+
+ fmt.Println("data", itoa[int64(a)])
+ fmt.Println("gold", itoa[int64(b)])
+
+ break
+ }
+ }
+}
+
+func must[T any](v T, err error) T {
+ if err != nil {
+ log.Fatal(err)
+ }
+
+ return v
+}